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GUIDED VALIDATION BRIEF

[Feature]: human in loop wanted

Evidence observed in agentscope-ai/agentscope, a General AI project.

17 comments0 positive reactions311 days openProject Radar 92
Featurestate/under-discussion
Start free validation sprint4 guided steps · private notes · cloud sync
DEMAND CONFIDENCE

REPEATED ACROSS 2 PROJECTS

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Project strength and demand confidence are measured separately.
SOURCE EVIDENCE

Start with what users actually said

Reporter context: in my case, cli & pyqt & web, the react agent with python exec tool gives me the python code, i need to confirm the code, run it or refuse it or modify it. may work when run or modify the code, but if i refuse, the current agentscope doesnt work, because of no goto-like control of course, some condition check canbe…Excerpted from the public Issue. Read the complete thread before interpreting it.

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GENERAL AI VALIDATION LENS

Recruit: Recruit people who can show a recent, concrete example of the problem.

Guardrail: Measure behavior in the real workflow and keep a human review step for consequential actions.

01 · Human approval & safety

Write the problem hypothesis

For [owner], the agent takes or proposes [action] without enough [visibility, approval or control], creating [risk].

You can name one user, one situation and one measurable consequence without proposing a feature.
02 · EVIDENCE INTERVIEW

Interview five people affected by this workflow

  • Which action needs oversight?
  • When should a human intervene?
  • What evidence is needed to approve it?
  • How is an action reversed?
  • Who is accountable when it fails?
At least three people independently describe the same painful workflow with recent examples.
03 · MINIMUM TEST

Run the smallest experiment

Insert one approval, audit or pause point into a live workflow and measure delay versus prevented risk.

Owners can explain, approve and reverse the action without blocking low-risk work.Measure behavior in the real workflow and keep a human review step for consequential actions.
04 · DECISION GATE

Make a build decision

  • Build: repeated pain and active commitment
  • Narrow: pain is real but the audience or job differs
  • Stop: weak frequency or no behavioral proof
Do not let GitHub engagement replace direct validation.

Why this brief exists

Information has value only when it changes action. This page turns one public signal into a bounded validation exercise. It is a research aid, not proof of demand, investment advice or a product recommendation.